Data Mining Essays (Examples)
Study Document
Twitter External Internal Analysis Report To CEO
… the political climate in various countries, governments may censor content and access to social media platforms.
1.2. Economics
1.2.1. Generated revenues through advertising, data licensing and other products. products. In 2017, total revenue generated was $2,443, 299, 000 (C-142)
1.2.2. Fluctuating exchange rates and inflation rates can … like India and Indonesia. It is estimated that India has 270 million Facebook users while Indonesia has 140 million (C-143)
1.5. Ecological
1.5.1. data centres require electricity and total energy use is increasing. (C-142)
1.5.2. In order to access social media, mobile phones and laptops are often … without reason raises issues of unethical behaviour. Users also believe it contradicts the platform that is supposedly focused on free speech. (C-147)
1.6.2. data sharing partnerships and licensing generates revenue for social media companies. For instance, Facebook has data sharing partnership with four Chinese companies. Given this fact, Senator Mark Warner of the……
References
References
Thompson, Arthur A.,. (2015). Crafting and Executing Strategy: Concepts and Readings..New York: McGraw-Hill Education, (pp. 138-148)
Study Document
Fake News Detection
… been discussing this issue and identifying ways to detect fake news, whether on social media (Shu et al.) or by creating a benchmark data to facilitate the process (Wang). The topic of this study is fake news detection and what methods are available in this new field. … for understanding and detecting fake news proliferation. To detect it, it is necessary to use a hybrid approach with machine learning, network-based behavioral data and filtering and vetting methods. However, as the researchers all indicate, fake news detection is very complicated and human intervention is likely to ……
References
References
Conroy, Niall J., Victoria L. Rubin, and Yimin Chen. "Automatic deception detection: Methods for finding fake news." Proceedings of the Association for Information Science and Technology 52.1 (2015): 1-4.
Rubin, Victoria L., Yimin Chen, and Niall J. Conroy. "Deception detection for news: three types of fakes." Proceedings of the 78th ASIS&T Annual Meeting: Information Science with Impact: Research in and for the Community. American Society for Information Science, 2015.
Ruchansky, Natali, Sungyong Seo, and Yan Liu. "Csi: A hybrid deep model for fake news detection." Proceedings of the 2017 ACM on Conference on Information and Knowledge Management. ACM, 2017.
Shu, Kai, et al. "Fake news detection on social media: A data mining perspective." ACM SIGKDD Explorations Newsletter19.1 (2017): 22-36.
Wang, William Yang. "" liar, liar pants on fire": A new benchmark dataset for fake news detection." arXiv preprint arXiv:1705.00648 (2017).
Study Document
Telemedicine And Its Impact On Patient Care
...Data mining Telemedicine: How does it impact patient care?
Introduction
The modern health care system is better and considerably more complex than what the situation previously was a decade and several decades ago. According to various researchers, the modern health care system is a managed one, and it widely uses technology in contrast to previous health care systems (Conklin, 2002). The many uses of technology in the modern health care system include the use of technology for diagnosis, for minimally invasive treatments, and better monitoring of vital signs and other signs. Moreover, technology is now also being used to consult with medical experts from all over the world remotely. This has led to improved healthcare and has enhanced patent experience.
Furthermore, many mobile applications have been invented to help both patients and doctors specifically. Moreover, they are not only helping patients recover but also improving their quality of life (Tiago et al.,……
References
References
Meyers, A. J., Pontarelli, E., Dutta, S. K., Grinberg, G., & Yenumula, P. R. (2018). Telemedicine Follow-up After Bariatric Surgery. Surgery for Obesity and Related Diseases, 14(11), S168.
Tiago, M. T. B., Tiago, F., Amaral, F. E. B., & Silva, S. (2016). Healthy 3.0: Healthcare digital dimensions. In Reshaping medical practice and care with health information systems (pp. 287-322). IGI Global.
Conklin, T. P. (2002). Health care in the United States: An evolving system. Michigan Family Review, 7(1).
Board on Health Care Services; Institute of Medicine. (2012). \\\\\\\\\\\\"3The Evolution of Telehealth: Where Have We Been and Where Are We Going?\\\\\\\\\\\\" in The Role of Telehealth in an Evolving Health Care Environment: Workshop Summary. National Academies Press, Washington (DC).
Sada, A., Asaad, M., Reidt, W. S., Kellogg, T. A., Kendrick, M. L., McKenzie, T. J., & Habermann, E. B. (2019). Are In-Person Post-operative Clinic Visits Necessary to Detect Complications Among Bariatric Surgery Patients?. Obesity Surgery, 1-4.
Krupka, D. C., Sandberg, W. S., & Weeks, W. B. (2012). The impact on hospitals of reducing surgical complications suggests many will need shared savings programs with payers. Health Affairs, 31(11), 2571-2578.
Fasano, P. (2013). Transforming health care: The financial impact of technology, electronic tools, and data mining. John Wiley & Sons.
Burch, S., Gray, D., & Sharp, J. (2017). The power and potential of telehealth what health systems should know: proposed legislation in Congress offers the promise that the nation\\\\\\\\\\\\'s healthcare policy will support the expansion of telehealth, allowing hospitals and health systems to fully realize the benefits of this important emerging approach to care. Healthcare Financial Management, 71(2), 46-50.
Study Document
Traditional Medicine Usage In African Nations
...Data mining Overview of Africa’s Post-Conflict History
Historical Formal Institutions
Colonial legacies persist in Africa in spite of a post-colonial era (Austin, 2010). These legacies have continued in post-conflict Africa’s history. In Africa, there has been no real unifying factor bringing individuals together, primarily because of the communal aspect of society throughout the continent. Community exists and can be found everywhere in Africa. Structural, dramaturgic and institutional factors in formal institutionalization in Africa of health care has come about as a result of investment, development, and political stability (Ratcliffe, 2013). The relationship among cultural traditions, laws of society, and the symbolic boundaries have served to create the structural meanings behind formal institutions; the expressive dimension, communicative properties and interaction of these elements have made up the dramaturgic, and the actors and organizations themselves have manifested the institutional. An example of this can be seen in Nigeria.
Structurally, dramaturgically and institutionally, Africa has……
References
References
Afro-centric Alliance, A. (2001). Indigenisingorganizational change: Localisation in Tanzania and Malawi. Journal of Managerial Psychology, 16(1), 59-78.
Asiseh, F., Owusu, A., & Quaicoe, O. (2017). An analysis of family dynamics on high school adolescent risky behaviors in Ghana. Journal of Child & Adolescent Substance Abuse, 26(5), 425-431.
Austin, G. (2010). African economic development and colonial legacies (Vol. 1, No. 1, pp. 11-32). Institut de hautes études internationales et du développement.
Brager, G., Specht, H., Torczyner, J. L., &Torczyner, J. (1987). Community organizing. Columbia University Press.
Bratton, M., & Van de Walle, N. (1997). Democratic experiments in Africa: Regime transitions in comparative perspective. Cambridge university press.
Burnham, G. M., Pariyo, G., Galiwango, E., & Wabwire-Mangen, F. (2004). Discontinuation of cost sharing in Uganda. Bulletin of the World Health Organization, 82, 187-195.
Dillard, C., Duncan, K. L., & Johnson, L. (2017). Black History Full Circle: Lessons from a Ghana Study Abroad in Education Program. Social Education, 81(1), 50-53.
Ehui, S. (2020). Protecting food security in Africa. Retrieved from https://www.brookings.edu/blog/africa-in-focus/2020/05/14/protecting-food-security-in-africa-during-covid-19/
Study Document
What Is Cybercrime And How To Deter It
… have the appearance of legitimacy.
Cybercrime is committed by people who know computer code, understand computer systems and networks, know how to navigate data, access data storage, get past firewalls, exploit cloud computing services, control the Internet of Things and more. They
How Cybercrime Has Evolved over Time
Computers … businesses and organizations began to more operations online, individuals began to see an opportunity to exploit weak supports to gain access over company data, individual personal information, or access to financial accounts. Cybercrime has grown into a highly sophisticate and complex industry that is constantly pushing the … in a variety of forms, identity theft, and hacking (Schjølberg, 2017). Today, cybercriminals can take control of radar systems, hijack ships, and steal data. Common cyber crime often takes the form of enterprise crime, in which illegal activities are united under a legitimate business front, allowing the ……
References
References
Computer Hope. (2019). When was the first computer invented? Retrieved from https://www.computerhope.com/issues/ch000984.htm
Crane, C. (2019). 33 alarming cybercrime statistics you should know in 2019. Retrieved from https://www.thesslstore.com/blog/33-alarming-cybercrime-statistics-you-should-know/
Schjølberg, Stein. (2017). The History of Cybercrime (1976-2016). Books on Demand.
Statista. (2020). Global digital population. Retrieved from https://www.statista.com/statistics/617136/digital-population-worldwide/
Taylor, R. W., Fritsch, E. J., Liederbach, J., Saylor, M. R., & Tafoya, W. L. (2019). Cyber crime and cyber terrorism. NY, NY: Pearson.
Study Document
Electric Vehicle And The Environment
… writing for Forbes, begs to differ and argues in his article “Are Electric Vehicles Really Better For The Environment?” that all the strip mining for rare earth materials and petroleum that goes into producing the plastics and parts for Teslas outweighs the “green” effect of a carbon-free ……
References
Works Cited
Ellsmoor, James. “Are Electric Vehicles Really Better For The Environment? Forbes, Forbes Magazine, 21 May 2019, https://www.forbes.com/sites/jamesellsmoor/2019/05/20/are-electric-vehicles-really-better-for-the-environment/#11eb349076d2
Lemonick, Sam. “Scientists Underestimated How Bad Cow Farts Are.” Forbes, 29 September 2017. https://www.forbes.com/sites/samlemonick/2017/09/29/scientists-underestimated-how-bad-cow-farts-are/#6c0aca2178a9
Loss, Scott R., Tom Will, and Peter P. Marra. \\\\\\\\\\\\"Estimates of bird collision mortality at wind facilities in the contiguous United States.\\\\\\\\\\\\" Biological Conservation 168 (2013): 201-209.
Natter, Ari. “Alexandria Ocasio-Cortez\\\\\\\\\\\\'s Green New Deal Could Cost $93 Trillion, Group Says.” Bloomberg, 25 February 2019. https://www.bloomberg.com/news/articles/2019-02-25/group-sees-ocasio-cortez-s-green-new-deal-costing-93-trillio n
Schirber, Michael. “Chemistry of Cars.” LiveScience, 6 May 2009, https://www.livescience.com/5449-chemistry-life-plastic-cars.html
Shellenberger, Michael. “New Michael Moore-Backed Documentary On YouTube Reveals Massive Ecological Impacts Of Renewables.” Forbes, 21 April 2020. https://www.forbes.com/sites/michaelshellenberger/2020/04/21/new-michael-moore-backed-documentary-on-youtube-reveals-massive-ecological-impacts-of-renewables/#2636e066c964
US Energy Information Administration. “Electricity Explained,” EIA, 2020. https://www.eia.gov/energyexplained/electricity/electricity-in-the-us.ph p
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